AI Article Synopsis
- The study developed a reproducible image processing workflow to quantify atherosclerotic lesions in mouse aortas using phosphotungstic acid-enhanced microCT scans.
- 42 wild-type and 42 apolipoprotein E knockout mice were scanned, and dual-threshold algorithms were used to segment various structures in the aorta, leading to volumetric calculations.
- Results showed knockout mice had significantly more plaque volume than wild types, and the automatic segmentation method showed strong correlation with manual and histological evaluations, demonstrating the workflow's efficiency in quantifying lesions.
Article Abstract
Objective: While microCT evaluation of atherosclerotic lesions in mice has been formally validated, existing image processing methods remain undisclosed. We aimed to develop and validate a reproducible image processing workflow based on phosphotungstic acid-enhanced microCT scans for the volumetric quantification of atherosclerotic lesions in entire mouse aortas. . 42 WT and 42 apolipoprotein E knockout mouse aortas were scanned. The walls, lumen, and plaque objects were segmented using dual-threshold algorithms. Aortic and plaque volumes were computed by voxel counting and lesion surface by triangulation. The results were validated against manual and histological evaluations. Knockout mice had a significant increase in plaque volume compared to wild types with a plaque to aorta volume ratio of 0.3%, 2.8%, and 9.8% at weeks 13, 18, and 26, respectively. Automatic segmentation correlated with manual ( ≥ 0.89; < .001) and histological evaluations ( > 0.96; < .001).
Conclusions: The semiautomatic workflow enabled rapid quantification of atherosclerotic plaques in mice with minimal manual work.
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Source |
|---|---|
| http://www.ncbi.nlm.nih.gov/pmc/articles/PMC8478544 | PMC |
| http://dx.doi.org/10.1155/2021/4998786 | DOI Listing |
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